Generation

Lexical Diversity-aware Relevance Assessment for Retrieval-Augmented Generation ACL 2025 Lexical Semantic Change Annotation with Large Language Models NAACL 2025 LexiLogic@CALCS 2025: Predicting Preferences in Generated Code-Switched Text NAACL 2025 LexKeyPlan: Planning with Keyphrases and Retrieval Augmentation for Legal Text Generation: A Case Study on European Court of Human Rights Cases ACL 2025 LexTime: A Benchmark for Temporal Ordering of Legal Events EMNLP 2025 LightRAG: Simple and Fast Retrieval-Augmented Generation EMNLP 2025 Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task NAACL 2025 Linear Decoding of Morphology Relations in Language Models (Student Abstract) AAAI 2025 Linear Recency Bias During Training Improves Transformers’ Fit to Reading Times COLING 2025 LingConv: An Interactive Toolkit for Controlled Paraphrase Generation with Linguistic Attribute Control EMNLP 2025 Linguistic Units as Tokens: Intrinsic and Extrinsic Evaluation with BabyLM EMNLP 2025 LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025 LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant CVPR 2025 Listening to Patients: Detecting and Mitigating Patient Misreport in Medical Dialogue System ACL 2025 Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions ACL 2025 LIST: Linearly Incremental SQL Translator for Single-Hop Reasoning, Generation and Verification ACL 2025 LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering EMNLP 2025 Live Football Commentary System Providing Background Information ACL 2025 LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following COLING 2025 LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis ACL 2025 LLaMA-Omni: Seamless Speech Interaction with Large Language Models ICLR 2025 LlamaPIE: Proactive In-Ear Conversation Assistants ACL 2025 LLäMmlein: Transparent, Compact and Competitive German-Only Language Models from Scratch ACL 2025 LLM Agents for Coordinating Multi-User Information Gathering ACL 2025 LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators EMNLP 2025